Download Udemy – Azure Machine Learning & MLOps : Beginner to Advance 2023-1

Course description

Azure Machine Learning & MLOps: Beginner to Advance is a complete course for MLOps and machine learning in Azure. If you are looking for a comprehensive, engaging and fun course to master Azure Machine Learning (up to even advanced industry-required topics) plus full MLOps (DevOps for Machine Learning on Azure) implantation, then this is the perfect and highly unique course for It’s yours! Machine Learning Operations (MLOps) is a rapidly growing culture that is in high demand in the industry and defines a set of principles and guidelines defined in the world of machine learning for deploying a machine learning model in production.

Azure Machine Learning is a cloud service for accelerating and managing the lifecycle of a machine learning project. Machine learning professionals, data scientists and engineers can use it in their daily workflows: training and deploying models and managing MLOs. You can create a model in Azure Machine Learning or use a model built from an open source platform such as Pytorch, TensorFlow or scikit-learn. MLOps tools help you observe, retrain, and redeploy models.

What you will learn in this course:

How to use Azure machine learning from development to production
How to use Azure DevOps for continuous integration, continuous deployment of machine learning
How to Automate End 2 End Machine Learning Solution in Azure
How to deploy machine learning models to Azure (Azure container instances, Azure Kubernetes services, managed endpoints)
Run an end-to-end MLOps CI/CD pipeline using Azure DevOps and Azure Machine Learning
Best practices and much needed machine learning capabilities in Azure Cloud

Who is this course suitable for?

Anyone who wants to learn more about data science and machine learning specifically in the Cloud
Data scientists who want to obtain the DP-100 certification
Developers who want to enter the AI cloud solution architect or machine learning engineer career path
Anyone who wants to start a career in the Cloud or wants to learn about Machine Learning and MLOP in the Cloud.

Course details

Publisher: Udemy
teacher: Mohammad Ghodratigohar (MG)
English language
Education level: all levels
Duration: 18 hours and 8 minutes
Number of courses: 40

Course headings

Course prerequisites:

Nice to have familiarity with the basics of Machine Learning
If you want to practice the contents, free or paid subscription to Microsoft Azure is required

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Sample video

Installation guide

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Quality: 1080p

Changes:

Version 1/2023 compared to 2022/10 has increased by 1 lesson and duration of 28 minutes. Also, the course quality has been increased from 720p to 1080p.